Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 1232 |
| Missing cells | 3600 |
| Missing cells (%) | 19.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 144.5 KiB |
| Average record size in memory | 120.1 B |
Variable types
| Categorical | 4 |
|---|---|
| Numeric | 11 |
Year is highly overall correlated with SLG | High correlation |
RS is highly overall correlated with W and 3 other fields | High correlation |
RA is highly overall correlated with W and 2 other fields | High correlation |
W is highly overall correlated with RS and 5 other fields | High correlation |
OBP is highly overall correlated with RS and 2 other fields | High correlation |
SLG is highly overall correlated with Year and 3 other fields | High correlation |
BA is highly overall correlated with RS and 2 other fields | High correlation |
RankSeason is highly overall correlated with W and 1 other fields | High correlation |
OOBP is highly overall correlated with RA and 2 other fields | High correlation |
OSLG is highly overall correlated with RA and 2 other fields | High correlation |
Team is highly overall correlated with League | High correlation |
League is highly overall correlated with Team | High correlation |
Playoffs is highly overall correlated with W and 2 other fields | High correlation |
RankPlayoffs is highly overall correlated with Playoffs | High correlation |
RankSeason has 988 (80.2%) missing values | Missing |
RankPlayoffs has 988 (80.2%) missing values | Missing |
OOBP has 812 (65.9%) missing values | Missing |
OSLG has 812 (65.9%) missing values | Missing |
League is uniformly distributed | Uniform |
Reproduction
| Analysis started | 2023-02-02 03:37:00.424674 |
|---|---|
| Analysis finished | 2023-02-02 03:37:23.165525 |
| Duration | 22.74 seconds |
| Software version | ydata-profiling vv4.0.0 |
| Download configuration | config.json |
Team
Categorical
| Distinct | 39 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.8 KiB |
| CLE | 47 |
|---|---|
| BAL | 47 |
| HOU | 47 |
| CHC | 47 |
| BOS | 47 |
| Other values (34) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3696 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | ARI |
|---|---|
| 2nd row | ATL |
| 3rd row | BAL |
| 4th row | BOS |
| 5th row | CHC |
Common Values
| Value | Count | Frequency (%) |
| CLE | 47 | 3.8% |
| BAL | 47 | 3.8% |
| HOU | 47 | 3.8% |
| CHC | 47 | 3.8% |
| BOS | 47 | 3.8% |
| LAD | 47 | 3.8% |
| DET | 47 | 3.8% |
| PIT | 47 | 3.8% |
| CIN | 47 | 3.8% |
| CHW | 47 | 3.8% |
| Other values (29) | 762 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| cle | 47 | 3.8% |
| chw | 47 | 3.8% |
| sfg | 47 | 3.8% |
| nym | 47 | 3.8% |
| phi | 47 | 3.8% |
| stl | 47 | 3.8% |
| nyy | 47 | 3.8% |
| min | 47 | 3.8% |
| cin | 47 | 3.8% |
| pit | 47 | 3.8% |
| Other values (29) | 762 |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 348 | 9.4% |
| C | 327 | 8.8% |
| A | 326 | 8.8% |
| T | 269 | 7.3% |
| I | 243 | 6.6% |
| N | 240 | 6.5% |
| S | 233 | 6.3% |
| O | 218 | 5.9% |
| H | 188 | 5.1% |
| M | 170 | 4.6% |
| Other values (12) | 1134 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 3696 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 348 | 9.4% |
| C | 327 | 8.8% |
| A | 326 | 8.8% |
| T | 269 | 7.3% |
| I | 243 | 6.6% |
| N | 240 | 6.5% |
| S | 233 | 6.3% |
| O | 218 | 5.9% |
| H | 188 | 5.1% |
| M | 170 | 4.6% |
| Other values (12) | 1134 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3696 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| L | 348 | 9.4% |
| C | 327 | 8.8% |
| A | 326 | 8.8% |
| T | 269 | 7.3% |
| I | 243 | 6.6% |
| N | 240 | 6.5% |
| S | 233 | 6.3% |
| O | 218 | 5.9% |
| H | 188 | 5.1% |
| M | 170 | 4.6% |
| Other values (12) | 1134 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3696 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| L | 348 | 9.4% |
| C | 327 | 8.8% |
| A | 326 | 8.8% |
| T | 269 | 7.3% |
| I | 243 | 6.6% |
| N | 240 | 6.5% |
| S | 233 | 6.3% |
| O | 218 | 5.9% |
| H | 188 | 5.1% |
| M | 170 | 4.6% |
| Other values (12) | 1134 |
League
Categorical
HIGH CORRELATION UNIFORM
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.8 KiB |
| AL | |
|---|---|
| NL |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2464 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NL |
|---|---|
| 2nd row | NL |
| 3rd row | AL |
| 4th row | AL |
| 5th row | NL |
Common Values
| Value | Count | Frequency (%) |
| AL | 616 | |
| NL | 616 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| nl | 616 | |
| al | 616 |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 1232 | |
| N | 616 | |
| A | 616 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2464 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 1232 | |
| N | 616 | |
| A | 616 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2464 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| L | 1232 | |
| N | 616 | |
| A | 616 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2464 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| L | 1232 | |
| N | 616 | |
| A | 616 |
Year
Real number (ℝ)
| Distinct | 47 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1988.9578 |
| Minimum | 1962 |
|---|---|
| Maximum | 2012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.8 KiB |
Quantile statistics
| Minimum | 1962 |
|---|---|
| 5-th percentile | 1965 |
| Q1 | 1976.75 |
| median | 1989 |
| Q3 | 2002 |
| 95-th percentile | 2010 |
| Maximum | 2012 |
| Range | 50 |
| Interquartile range (IQR) | 25.25 |
Descriptive statistics
| Standard deviation | 14.819625 |
|---|---|
| Coefficient of variation (CV) | 0.00745095 |
| Kurtosis | -1.2048462 |
| Mean | 1988.9578 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.15192926 |
| Sum | 2450396 |
| Variance | 219.62129 |
| Monotonicity | Decreasing |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 2012 | 30 | 2.4% |
| 2004 | 30 | 2.4% |
| 2011 | 30 | 2.4% |
| 1998 | 30 | 2.4% |
| 1999 | 30 | 2.4% |
| 2001 | 30 | 2.4% |
| 2002 | 30 | 2.4% |
| 2003 | 30 | 2.4% |
| 2000 | 30 | 2.4% |
| 2005 | 30 | 2.4% |
| Other values (37) | 932 |
| Value | Count | Frequency (%) |
| 1962 | 20 | |
| 1963 | 20 | |
| 1964 | 20 | |
| 1965 | 20 | |
| 1966 | 20 | |
| 1967 | 20 | |
| 1968 | 20 | |
| 1969 | 24 | |
| 1970 | 24 | |
| 1971 | 24 |
| Value | Count | Frequency (%) |
| 2012 | 30 | |
| 2011 | 30 | |
| 2010 | 30 | |
| 2009 | 30 | |
| 2008 | 30 | |
| 2007 | 30 | |
| 2006 | 30 | |
| 2005 | 30 | |
| 2004 | 30 | |
| 2003 | 30 |
RS
Real number (ℝ)
| Distinct | 374 |
|---|---|
| Distinct (%) | 30.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 715.08198 |
| Minimum | 463 |
|---|---|
| Maximum | 1009 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.8 KiB |
Quantile statistics
| Minimum | 463 |
|---|---|
| 5-th percentile | 570.55 |
| Q1 | 652 |
| median | 711 |
| Q3 | 775 |
| 95-th percentile | 871.45 |
| Maximum | 1009 |
| Range | 546 |
| Interquartile range (IQR) | 123 |
Descriptive statistics
| Standard deviation | 91.534294 |
|---|---|
| Coefficient of variation (CV) | 0.12800531 |
| Kurtosis | -0.020576521 |
| Mean | 715.08198 |
| Median Absolute Deviation (MAD) | 61 |
| Skewness | 0.17450786 |
| Sum | 880981 |
| Variance | 8378.527 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 691 | 11 | 0.9% |
| 682 | 11 | 0.9% |
| 758 | 10 | 0.8% |
| 735 | 10 | 0.8% |
| 708 | 10 | 0.8% |
| 707 | 10 | 0.8% |
| 673 | 9 | 0.7% |
| 686 | 9 | 0.7% |
| 714 | 9 | 0.7% |
| 731 | 9 | 0.7% |
| Other values (364) | 1134 |
| Value | Count | Frequency (%) |
| 463 | 1 | |
| 464 | 1 | |
| 468 | 1 | |
| 470 | 1 | |
| 473 | 1 | |
| 486 | 1 | |
| 495 | 2 | |
| 498 | 2 | |
| 501 | 1 | |
| 510 | 1 |
| Value | Count | Frequency (%) |
| 1009 | 1 | |
| 993 | 1 | |
| 978 | 1 | |
| 968 | 2 | |
| 965 | 1 | |
| 961 | 2 | |
| 952 | 1 | |
| 950 | 1 | |
| 949 | 2 | |
| 947 | 1 |
RA
Real number (ℝ)
| Distinct | 381 |
|---|---|
| Distinct (%) | 30.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 715.08198 |
| Minimum | 472 |
|---|---|
| Maximum | 1103 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.8 KiB |
Quantile statistics
| Minimum | 472 |
|---|---|
| 5-th percentile | 571.1 |
| Q1 | 649.75 |
| median | 709 |
| Q3 | 774.25 |
| 95-th percentile | 877.8 |
| Maximum | 1103 |
| Range | 631 |
| Interquartile range (IQR) | 124.5 |
Descriptive statistics
| Standard deviation | 93.079933 |
|---|---|
| Coefficient of variation (CV) | 0.1301668 |
| Kurtosis | -0.010927035 |
| Mean | 715.08198 |
| Median Absolute Deviation (MAD) | 62 |
| Skewness | 0.29856263 |
| Sum | 880981 |
| Variance | 8663.8739 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 717 | 11 | 0.9% |
| 744 | 10 | 0.8% |
| 657 | 10 | 0.8% |
| 680 | 10 | 0.8% |
| 648 | 10 | 0.8% |
| 731 | 10 | 0.8% |
| 611 | 9 | 0.7% |
| 745 | 9 | 0.7% |
| 643 | 9 | 0.7% |
| 698 | 9 | 0.7% |
| Other values (371) | 1135 |
| Value | Count | Frequency (%) |
| 472 | 1 | |
| 490 | 1 | |
| 491 | 1 | |
| 492 | 1 | |
| 497 | 1 | |
| 499 | 1 | |
| 501 | 1 | |
| 504 | 1 | |
| 509 | 1 | |
| 517 | 2 |
| Value | Count | Frequency (%) |
| 1103 | 1 | |
| 1028 | 1 | |
| 974 | 1 | |
| 971 | 1 | |
| 969 | 1 | |
| 968 | 1 | |
| 967 | 2 | |
| 964 | 1 | |
| 957 | 1 | |
| 948 | 1 |
W
Real number (ℝ)
| Distinct | 63 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.904221 |
| Minimum | 40 |
|---|---|
| Maximum | 116 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.8 KiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 73 |
| median | 81 |
| Q3 | 89 |
| 95-th percentile | 98 |
| Maximum | 116 |
| Range | 76 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 11.458139 |
|---|---|
| Coefficient of variation (CV) | 0.14162597 |
| Kurtosis | -0.29902183 |
| Mean | 80.904221 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.18186642 |
| Sum | 99674 |
| Variance | 131.28895 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 83 | 49 | 4.0% |
| 86 | 46 | 3.7% |
| 79 | 43 | 3.5% |
| 76 | 43 | 3.5% |
| 88 | 43 | 3.5% |
| 90 | 40 | 3.2% |
| 89 | 39 | 3.2% |
| 75 | 39 | 3.2% |
| 85 | 38 | 3.1% |
| 80 | 37 | 3.0% |
| Other values (53) | 815 |
| Value | Count | Frequency (%) |
| 40 | 1 | 0.1% |
| 43 | 1 | 0.1% |
| 50 | 1 | 0.1% |
| 51 | 2 | 0.2% |
| 52 | 2 | 0.2% |
| 53 | 3 | |
| 54 | 5 | |
| 55 | 4 | |
| 56 | 6 | |
| 57 | 6 |
| Value | Count | Frequency (%) |
| 116 | 1 | 0.1% |
| 114 | 1 | 0.1% |
| 109 | 1 | 0.1% |
| 108 | 3 | 0.2% |
| 106 | 1 | 0.1% |
| 105 | 1 | 0.1% |
| 104 | 4 | 0.3% |
| 103 | 9 | |
| 102 | 10 | |
| 101 | 11 |
OBP
Real number (ℝ)
| Distinct | 87 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.32633117 |
| Minimum | 0.277 |
|---|---|
| Maximum | 0.373 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.8 KiB |
Quantile statistics
| Minimum | 0.277 |
|---|---|
| 5-th percentile | 0.302 |
| Q1 | 0.317 |
| median | 0.326 |
| Q3 | 0.337 |
| 95-th percentile | 0.352 |
| Maximum | 0.373 |
| Range | 0.096 |
| Interquartile range (IQR) | 0.02 |
Descriptive statistics
| Standard deviation | 0.015012772 |
|---|---|
| Coefficient of variation (CV) | 0.046004715 |
| Kurtosis | 0.067597287 |
| Mean | 0.32633117 |
| Median Absolute Deviation (MAD) | 0.01 |
| Skewness | 0.017635262 |
| Sum | 402.04 |
| Variance | 0.00022538333 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.322 | 42 | 3.4% |
| 0.32 | 39 | 3.2% |
| 0.325 | 37 | 3.0% |
| 0.321 | 36 | 2.9% |
| 0.333 | 35 | 2.8% |
| 0.33 | 34 | 2.8% |
| 0.324 | 34 | 2.8% |
| 0.323 | 33 | 2.7% |
| 0.331 | 33 | 2.7% |
| 0.329 | 31 | 2.5% |
| Other values (77) | 878 |
| Value | Count | Frequency (%) |
| 0.277 | 1 | 0.1% |
| 0.281 | 1 | 0.1% |
| 0.283 | 1 | 0.1% |
| 0.284 | 1 | 0.1% |
| 0.285 | 3 | |
| 0.287 | 1 | 0.1% |
| 0.288 | 2 | |
| 0.289 | 1 | 0.1% |
| 0.29 | 1 | 0.1% |
| 0.291 | 3 |
| Value | Count | Frequency (%) |
| 0.373 | 1 | 0.1% |
| 0.369 | 1 | 0.1% |
| 0.367 | 1 | 0.1% |
| 0.366 | 3 | |
| 0.364 | 1 | 0.1% |
| 0.363 | 2 | 0.2% |
| 0.362 | 6 | |
| 0.361 | 3 | |
| 0.36 | 6 | |
| 0.359 | 1 | 0.1% |
SLG
Real number (ℝ)
| Distinct | 162 |
|---|---|
| Distinct (%) | 13.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.39734172 |
| Minimum | 0.301 |
|---|---|
| Maximum | 0.491 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.8 KiB |
Quantile statistics
| Minimum | 0.301 |
|---|---|
| 5-th percentile | 0.344 |
| Q1 | 0.375 |
| median | 0.396 |
| Q3 | 0.421 |
| 95-th percentile | 0.455 |
| Maximum | 0.491 |
| Range | 0.19 |
| Interquartile range (IQR) | 0.046 |
Descriptive statistics
| Standard deviation | 0.033266899 |
|---|---|
| Coefficient of variation (CV) | 0.083723649 |
| Kurtosis | -0.31717178 |
| Mean | 0.39734172 |
| Median Absolute Deviation (MAD) | 0.023 |
| Skewness | 0.054330043 |
| Sum | 489.525 |
| Variance | 0.0011066865 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.401 | 21 | 1.7% |
| 0.381 | 20 | 1.6% |
| 0.395 | 20 | 1.6% |
| 0.409 | 19 | 1.5% |
| 0.391 | 19 | 1.5% |
| 0.403 | 18 | 1.5% |
| 0.388 | 18 | 1.5% |
| 0.396 | 18 | 1.5% |
| 0.385 | 17 | 1.4% |
| 0.387 | 17 | 1.4% |
| Other values (152) | 1045 |
| Value | Count | Frequency (%) |
| 0.301 | 1 | 0.1% |
| 0.311 | 1 | 0.1% |
| 0.315 | 3 | |
| 0.317 | 2 | |
| 0.318 | 3 | |
| 0.319 | 2 | |
| 0.32 | 1 | 0.1% |
| 0.325 | 1 | 0.1% |
| 0.326 | 2 | |
| 0.327 | 3 |
| Value | Count | Frequency (%) |
| 0.491 | 1 | 0.1% |
| 0.485 | 1 | 0.1% |
| 0.484 | 1 | 0.1% |
| 0.483 | 1 | 0.1% |
| 0.479 | 1 | 0.1% |
| 0.478 | 2 | 0.2% |
| 0.477 | 1 | 0.1% |
| 0.475 | 2 | 0.2% |
| 0.472 | 6 | |
| 0.471 | 1 | 0.1% |
BA
Real number (ℝ)
| Distinct | 75 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.25927273 |
| Minimum | 0.214 |
|---|---|
| Maximum | 0.294 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.8 KiB |
Quantile statistics
| Minimum | 0.214 |
|---|---|
| 5-th percentile | 0.238 |
| Q1 | 0.251 |
| median | 0.26 |
| Q3 | 0.268 |
| 95-th percentile | 0.28 |
| Maximum | 0.294 |
| Range | 0.08 |
| Interquartile range (IQR) | 0.017 |
Descriptive statistics
| Standard deviation | 0.012907229 |
|---|---|
| Coefficient of variation (CV) | 0.04978244 |
| Kurtosis | 0.0095668343 |
| Mean | 0.25927273 |
| Median Absolute Deviation (MAD) | 0.009 |
| Skewness | -0.11118461 |
| Sum | 319.424 |
| Variance | 0.00016659656 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.263 | 49 | 4.0% |
| 0.261 | 44 | 3.6% |
| 0.258 | 41 | 3.3% |
| 0.264 | 40 | 3.2% |
| 0.256 | 39 | 3.2% |
| 0.26 | 38 | 3.1% |
| 0.259 | 36 | 2.9% |
| 0.267 | 36 | 2.9% |
| 0.262 | 36 | 2.9% |
| 0.27 | 35 | 2.8% |
| Other values (65) | 838 |
| Value | Count | Frequency (%) |
| 0.214 | 1 | 0.1% |
| 0.219 | 1 | 0.1% |
| 0.22 | 1 | 0.1% |
| 0.221 | 1 | 0.1% |
| 0.223 | 1 | 0.1% |
| 0.224 | 1 | 0.1% |
| 0.225 | 4 | |
| 0.227 | 2 | |
| 0.228 | 3 | |
| 0.229 | 3 |
| Value | Count | Frequency (%) |
| 0.294 | 1 | 0.1% |
| 0.293 | 2 | 0.2% |
| 0.292 | 1 | 0.1% |
| 0.291 | 2 | 0.2% |
| 0.29 | 1 | 0.1% |
| 0.289 | 3 | 0.2% |
| 0.288 | 8 | |
| 0.287 | 6 | |
| 0.286 | 3 | 0.2% |
| 0.285 | 3 | 0.2% |
Playoffs
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1232 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 988 | |
| 1 | 244 | 19.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 988 | |
| 1 | 244 | 19.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 988 | |
| 1 | 244 | 19.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1232 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 988 | |
| 1 | 244 | 19.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1232 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 988 | |
| 1 | 244 | 19.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1232 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 988 | |
| 1 | 244 | 19.8% |
RankSeason
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 8 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 988 |
| Missing (%) | 80.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1229508 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.7383492 |
|---|---|
| Coefficient of variation (CV) | 0.55663675 |
| Kurtosis | -0.54447572 |
| Mean | 3.1229508 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.56293748 |
| Sum | 762 |
| Variance | 3.0218579 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 2 | 53 | 4.3% |
| 1 | 52 | 4.2% |
| 3 | 44 | 3.6% |
| 4 | 44 | 3.6% |
| 5 | 21 | 1.7% |
| 6 | 20 | 1.6% |
| 7 | 9 | 0.7% |
| 8 | 1 | 0.1% |
| (Missing) | 988 |
| Value | Count | Frequency (%) |
| 1 | 52 | |
| 2 | 53 | |
| 3 | 44 | |
| 4 | 44 | |
| 5 | 21 | 1.7% |
| 6 | 20 | 1.6% |
| 7 | 9 | 0.7% |
| 8 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | 0.1% |
| 7 | 9 | 0.7% |
| 6 | 20 | 1.6% |
| 5 | 21 | 1.7% |
| 4 | 44 | |
| 3 | 44 | |
| 2 | 53 | |
| 1 | 52 |
RankPlayoffs
Categorical
HIGH CORRELATION MISSING
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 988 |
| Missing (%) | 80.2% |
| Memory size | 9.8 KiB |
| 3.0 | |
|---|---|
| 4.0 | |
| 2.0 | |
| 1.0 | |
| 5.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 732 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5.0 |
|---|---|
| 2nd row | 4.0 |
| 3rd row | 4.0 |
| 4th row | 2.0 |
| 5th row | 3.0 |
Common Values
| Value | Count | Frequency (%) |
| 3.0 | 80 | 6.5% |
| 4.0 | 68 | 5.5% |
| 2.0 | 47 | 3.8% |
| 1.0 | 47 | 3.8% |
| 5.0 | 2 | 0.2% |
| (Missing) | 988 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3.0 | 80 | |
| 4.0 | 68 | |
| 1.0 | 47 | |
| 2.0 | 47 | |
| 5.0 | 2 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 244 | |
| . | 244 | |
| 3 | 80 | 10.9% |
| 4 | 68 | 9.3% |
| 1 | 47 | 6.4% |
| 2 | 47 | 6.4% |
| 5 | 2 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 488 | |
| Other Punctuation | 244 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 244 | |
| 3 | 80 | 16.4% |
| 4 | 68 | 13.9% |
| 1 | 47 | 9.6% |
| 2 | 47 | 9.6% |
| 5 | 2 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 244 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 732 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 244 | |
| . | 244 | |
| 3 | 80 | 10.9% |
| 4 | 68 | 9.3% |
| 1 | 47 | 6.4% |
| 2 | 47 | 6.4% |
| 5 | 2 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 732 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 244 | |
| . | 244 | |
| 3 | 80 | 10.9% |
| 4 | 68 | 9.3% |
| 1 | 47 | 6.4% |
| 2 | 47 | 6.4% |
| 5 | 2 | 0.3% |
G
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 161.91883 |
| Minimum | 158 |
|---|---|
| Maximum | 165 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.8 KiB |
Quantile statistics
| Minimum | 158 |
|---|---|
| 5-th percentile | 161 |
| Q1 | 162 |
| median | 162 |
| Q3 | 162 |
| 95-th percentile | 163 |
| Maximum | 165 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.62436523 |
|---|---|
| Coefficient of variation (CV) | 0.0038560384 |
| Kurtosis | 7.0242506 |
| Mean | 161.91883 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.0446305 |
| Sum | 199484 |
| Variance | 0.38983194 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 162 | 954 | |
| 161 | 139 | 11.3% |
| 163 | 93 | 7.5% |
| 160 | 23 | 1.9% |
| 164 | 10 | 0.8% |
| 159 | 10 | 0.8% |
| 165 | 2 | 0.2% |
| 158 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 158 | 1 | 0.1% |
| 159 | 10 | 0.8% |
| 160 | 23 | 1.9% |
| 161 | 139 | 11.3% |
| 162 | 954 | |
| 163 | 93 | 7.5% |
| 164 | 10 | 0.8% |
| 165 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 165 | 2 | 0.2% |
| 164 | 10 | 0.8% |
| 163 | 93 | 7.5% |
| 162 | 954 | |
| 161 | 139 | 11.3% |
| 160 | 23 | 1.9% |
| 159 | 10 | 0.8% |
| 158 | 1 | 0.1% |
OOBP
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 72 |
|---|---|
| Distinct (%) | 17.1% |
| Missing | 812 |
| Missing (%) | 65.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.33226429 |
| Minimum | 0.294 |
|---|---|
| Maximum | 0.384 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.8 KiB |
Quantile statistics
| Minimum | 0.294 |
|---|---|
| 5-th percentile | 0.30895 |
| Q1 | 0.321 |
| median | 0.331 |
| Q3 | 0.343 |
| 95-th percentile | 0.35705 |
| Maximum | 0.384 |
| Range | 0.09 |
| Interquartile range (IQR) | 0.022 |
Descriptive statistics
| Standard deviation | 0.015295316 |
|---|---|
| Coefficient of variation (CV) | 0.046033584 |
| Kurtosis | -0.3483253 |
| Mean | 0.33226429 |
| Median Absolute Deviation (MAD) | 0.011 |
| Skewness | 0.19574296 |
| Sum | 139.551 |
| Variance | 0.00023394669 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.314 | 13 | 1.1% |
| 0.327 | 13 | 1.1% |
| 0.329 | 13 | 1.1% |
| 0.33 | 12 | 1.0% |
| 0.342 | 12 | 1.0% |
| 0.336 | 12 | 1.0% |
| 0.338 | 11 | 0.9% |
| 0.323 | 11 | 0.9% |
| 0.319 | 11 | 0.9% |
| 0.328 | 11 | 0.9% |
| Other values (62) | 301 | 24.4% |
| (Missing) | 812 |
| Value | Count | Frequency (%) |
| 0.294 | 1 | 0.1% |
| 0.296 | 1 | 0.1% |
| 0.301 | 1 | 0.1% |
| 0.302 | 1 | 0.1% |
| 0.303 | 2 | 0.2% |
| 0.304 | 1 | 0.1% |
| 0.305 | 2 | 0.2% |
| 0.306 | 4 | |
| 0.307 | 2 | 0.2% |
| 0.308 | 6 |
| Value | Count | Frequency (%) |
| 0.384 | 1 | 0.1% |
| 0.372 | 1 | 0.1% |
| 0.371 | 1 | 0.1% |
| 0.369 | 1 | 0.1% |
| 0.368 | 1 | 0.1% |
| 0.367 | 1 | 0.1% |
| 0.365 | 1 | 0.1% |
| 0.364 | 1 | 0.1% |
| 0.362 | 6 | |
| 0.361 | 2 | 0.2% |
OSLG
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 112 |
|---|---|
| Distinct (%) | 26.7% |
| Missing | 812 |
| Missing (%) | 65.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.41974286 |
| Minimum | 0.346 |
|---|---|
| Maximum | 0.499 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.8 KiB |
Quantile statistics
| Minimum | 0.346 |
|---|---|
| 5-th percentile | 0.37795 |
| Q1 | 0.401 |
| median | 0.419 |
| Q3 | 0.438 |
| 95-th percentile | 0.46405 |
| Maximum | 0.499 |
| Range | 0.153 |
| Interquartile range (IQR) | 0.037 |
Descriptive statistics
| Standard deviation | 0.026509611 |
|---|---|
| Coefficient of variation (CV) | 0.06315679 |
| Kurtosis | -0.18958337 |
| Mean | 0.41974286 |
| Median Absolute Deviation (MAD) | 0.018 |
| Skewness | 0.11846451 |
| Sum | 176.292 |
| Variance | 0.0007027595 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.431 | 16 | 1.3% |
| 0.423 | 13 | 1.1% |
| 0.422 | 10 | 0.8% |
| 0.398 | 9 | 0.7% |
| 0.407 | 8 | 0.6% |
| 0.404 | 8 | 0.6% |
| 0.415 | 8 | 0.6% |
| 0.408 | 8 | 0.6% |
| 0.405 | 8 | 0.6% |
| 0.397 | 7 | 0.6% |
| Other values (102) | 325 | |
| (Missing) | 812 |
| Value | Count | Frequency (%) |
| 0.346 | 1 | 0.1% |
| 0.352 | 1 | 0.1% |
| 0.354 | 1 | 0.1% |
| 0.361 | 3 | |
| 0.364 | 2 | |
| 0.368 | 1 | 0.1% |
| 0.37 | 1 | 0.1% |
| 0.371 | 1 | 0.1% |
| 0.372 | 3 | |
| 0.373 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.499 | 1 | 0.1% |
| 0.494 | 1 | 0.1% |
| 0.483 | 1 | 0.1% |
| 0.481 | 1 | 0.1% |
| 0.48 | 1 | 0.1% |
| 0.476 | 4 | |
| 0.475 | 1 | 0.1% |
| 0.474 | 1 | 0.1% |
| 0.473 | 1 | 0.1% |
| 0.471 | 2 |
| Year | RS | RA | W | OBP | SLG | BA | RankSeason | G | OOBP | OSLG | Team | League | Playoffs | RankPlayoffs | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Year | 1.000 | 0.401 | 0.395 | -0.003 | 0.339 | 0.532 | 0.314 | 0.352 | -0.008 | -0.365 | -0.340 | 0.106 | 0.000 | 0.130 | 0.248 |
| RS | 0.401 | 1.000 | 0.345 | 0.503 | 0.884 | 0.912 | 0.806 | -0.060 | 0.078 | 0.086 | 0.143 | 0.153 | 0.197 | 0.388 | 0.109 |
| RA | 0.395 | 0.345 | 1.000 | -0.534 | 0.299 | 0.413 | 0.300 | 0.387 | -0.047 | 0.913 | 0.902 | 0.162 | 0.165 | 0.242 | 0.158 |
| W | -0.003 | 0.503 | -0.534 | 1.000 | 0.468 | 0.390 | 0.394 | -0.815 | 0.123 | -0.651 | -0.586 | 0.135 | 0.041 | 0.732 | 0.000 |
| OBP | 0.339 | 0.884 | 0.299 | 0.468 | 1.000 | 0.768 | 0.833 | -0.019 | 0.029 | 0.074 | 0.109 | 0.170 | 0.166 | 0.372 | 0.129 |
| SLG | 0.532 | 0.912 | 0.413 | 0.390 | 0.768 | 1.000 | 0.766 | 0.109 | 0.039 | 0.095 | 0.147 | 0.186 | 0.156 | 0.330 | 0.157 |
| BA | 0.314 | 0.806 | 0.300 | 0.394 | 0.833 | 0.766 | 1.000 | 0.026 | 0.042 | 0.133 | 0.175 | 0.207 | 0.210 | 0.286 | 0.092 |
| RankSeason | 0.352 | -0.060 | 0.387 | -0.815 | -0.019 | 0.109 | 0.026 | 1.000 | 0.069 | 0.117 | 0.040 | 0.160 | 0.067 | 1.000 | 0.166 |
| G | -0.008 | 0.078 | -0.047 | 0.123 | 0.029 | 0.039 | 0.042 | 0.069 | 1.000 | -0.080 | -0.012 | 0.000 | 0.098 | 0.045 | 0.000 |
| OOBP | -0.365 | 0.086 | 0.913 | -0.651 | 0.074 | 0.095 | 0.133 | 0.117 | -0.080 | 1.000 | 0.837 | 0.169 | 0.000 | 0.425 | 0.160 |
| OSLG | -0.340 | 0.143 | 0.902 | -0.586 | 0.109 | 0.147 | 0.175 | 0.040 | -0.012 | 0.837 | 1.000 | 0.208 | 0.113 | 0.374 | 0.000 |
| Team | 0.106 | 0.153 | 0.162 | 0.135 | 0.170 | 0.186 | 0.207 | 0.160 | 0.000 | 0.169 | 0.208 | 1.000 | 0.969 | 0.220 | 0.000 |
| League | 0.000 | 0.197 | 0.165 | 0.041 | 0.166 | 0.156 | 0.210 | 0.067 | 0.098 | 0.000 | 0.113 | 0.969 | 1.000 | 0.000 | 0.000 |
| Playoffs | 0.130 | 0.388 | 0.242 | 0.732 | 0.372 | 0.330 | 0.286 | 1.000 | 0.045 | 0.425 | 0.374 | 0.220 | 0.000 | 1.000 | 1.000 |
| RankPlayoffs | 0.248 | 0.109 | 0.158 | 0.000 | 0.129 | 0.157 | 0.092 | 0.166 | 0.000 | 0.160 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| Team | League | Year | RS | RA | W | OBP | SLG | BA | Playoffs | RankSeason | RankPlayoffs | G | OOBP | OSLG | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | ARI | NL | 2012 | 734 | 688 | 81 | 0.328 | 0.418 | 0.259 | 0 | NaN | NaN | 162 | 0.317 | 0.415 |
| 1 | ATL | NL | 2012 | 700 | 600 | 94 | 0.320 | 0.389 | 0.247 | 1 | 4.0 | 5.0 | 162 | 0.306 | 0.378 |
| 2 | BAL | AL | 2012 | 712 | 705 | 93 | 0.311 | 0.417 | 0.247 | 1 | 5.0 | 4.0 | 162 | 0.315 | 0.403 |
| 3 | BOS | AL | 2012 | 734 | 806 | 69 | 0.315 | 0.415 | 0.260 | 0 | NaN | NaN | 162 | 0.331 | 0.428 |
| 4 | CHC | NL | 2012 | 613 | 759 | 61 | 0.302 | 0.378 | 0.240 | 0 | NaN | NaN | 162 | 0.335 | 0.424 |
| 5 | CHW | AL | 2012 | 748 | 676 | 85 | 0.318 | 0.422 | 0.255 | 0 | NaN | NaN | 162 | 0.319 | 0.405 |
| 6 | CIN | NL | 2012 | 669 | 588 | 97 | 0.315 | 0.411 | 0.251 | 1 | 2.0 | 4.0 | 162 | 0.305 | 0.390 |
| 7 | CLE | AL | 2012 | 667 | 845 | 68 | 0.324 | 0.381 | 0.251 | 0 | NaN | NaN | 162 | 0.336 | 0.430 |
| 8 | COL | NL | 2012 | 758 | 890 | 64 | 0.330 | 0.436 | 0.274 | 0 | NaN | NaN | 162 | 0.357 | 0.470 |
| 9 | DET | AL | 2012 | 726 | 670 | 88 | 0.335 | 0.422 | 0.268 | 1 | 6.0 | 2.0 | 162 | 0.314 | 0.402 |
| Team | League | Year | RS | RA | W | OBP | SLG | BA | Playoffs | RankSeason | RankPlayoffs | G | OOBP | OSLG | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1222 | LAD | NL | 1962 | 842 | 697 | 102 | 0.337 | 0.400 | 0.268 | 0 | NaN | NaN | 165 | NaN | NaN |
| 1223 | MIN | AL | 1962 | 798 | 713 | 91 | 0.338 | 0.412 | 0.260 | 0 | NaN | NaN | 163 | NaN | NaN |
| 1224 | MLN | NL | 1962 | 730 | 665 | 86 | 0.326 | 0.403 | 0.252 | 0 | NaN | NaN | 162 | NaN | NaN |
| 1225 | NYM | NL | 1962 | 617 | 948 | 40 | 0.318 | 0.361 | 0.240 | 0 | NaN | NaN | 161 | NaN | NaN |
| 1226 | NYY | AL | 1962 | 817 | 680 | 96 | 0.337 | 0.426 | 0.267 | 1 | 2.0 | 1.0 | 162 | NaN | NaN |
| 1227 | PHI | NL | 1962 | 705 | 759 | 81 | 0.330 | 0.390 | 0.260 | 0 | NaN | NaN | 161 | NaN | NaN |
| 1228 | PIT | NL | 1962 | 706 | 626 | 93 | 0.321 | 0.394 | 0.268 | 0 | NaN | NaN | 161 | NaN | NaN |
| 1229 | SFG | NL | 1962 | 878 | 690 | 103 | 0.341 | 0.441 | 0.278 | 1 | 1.0 | 2.0 | 165 | NaN | NaN |
| 1230 | STL | NL | 1962 | 774 | 664 | 84 | 0.335 | 0.394 | 0.271 | 0 | NaN | NaN | 163 | NaN | NaN |
| 1231 | WSA | AL | 1962 | 599 | 716 | 60 | 0.308 | 0.373 | 0.250 | 0 | NaN | NaN | 162 | NaN | NaN |